Dataset info
| Number of variables | 65 |
|---|---|
| Number of observations | 10173 |
| Missing cells | 12157 (1.8%) |
| Duplicate rows | 90 (0.9%) |
| Total size in memory | 5.0 MiB |
| Average record size in memory | 520.0 B |
Variables types
| Numeric | 31 |
|---|---|
| Categorical | 0 |
| Boolean | 1 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 33 |
| Unsupported | 0 |
Warnings
| Dataset has 90 (0.9%) duplicate rows | Warning |
X1 is highly skewed (γ1 = -54.87572795) | Skewed |
X10 is highly skewed (γ1 = -65.96113425) | Skewed |
X11 is highly skewed (γ1 = 98.17201689) | Skewed |
X12 is highly skewed (γ1 = 59.72452287) | Skewed |
X13 is highly skewed (γ1 = 81.53270203) | Skewed |
X14 is highly correlated with X11 (ρ = 0.9945728728) | Rejected |
X16 is highly correlated with X12 (ρ = 0.9829626236) | Rejected |
X17 is highly skewed (γ1 = 56.77942088) | Skewed |
X18 is highly correlated with X14 (ρ = 0.9956605702) | Rejected |
X19 is highly correlated with X13 (ρ = 0.9999391131) | Rejected |
X2 is highly skewed (γ1 = 67.33198497) | Skewed |
X20 is highly skewed (γ1 = 57.49019325) | Skewed |
X20 has 494 (4.9%) zeros | Zeros |
X21 is highly skewed (γ1 = 71.12634035) | Skewed |
X21 has 3164 (31.1%) missing values | Missing |
X22 is highly correlated with X18 (ρ = 0.9907848864) | Rejected |
X23 is highly correlated with X19 (ρ = 0.9998548525) | Rejected |
X24 is highly correlated with X22 (ρ = 0.9897842345) | Rejected |
X25 is highly correlated with X10 (ρ = 0.9891914684) | Rejected |
X26 is highly skewed (γ1 = 66.64906612) | Skewed |
X27 is highly skewed (γ1 = 82.51367014) | Skewed |
X27 has 694 (6.8%) zeros | Zeros |
X27 has 706 (6.9%) missing values | Missing |
X28 is highly skewed (γ1 = 50.34323013) | Skewed |
X28 has 212 (2.1%) missing values | Missing |
X3 is highly correlated with X25 (ρ = 0.9861867189) | Rejected |
X30 is highly skewed (γ1 = 93.68093872) | Skewed |
X31 is highly correlated with X23 (ρ = 0.9998549688) | Rejected |
X32 is highly skewed (γ1 = 100.2335407) | Skewed |
X33 is highly correlated with X24 (ρ = 0.9771585187) | Rejected |
X34 is highly correlated with X33 (ρ = 0.9960918658) | Rejected |
X35 is highly correlated with X34 (ρ = 0.9860249908) | Rejected |
X36 is highly correlated with X35 (ρ = 0.9912199601) | Rejected |
X37 is highly skewed (γ1 = 38.88817067) | Skewed |
X37 has 4518 (44.4%) missing values | Missing |
X38 is highly correlated with X3 (ρ = 0.992843169) | Rejected |
X39 is highly skewed (γ1 = -66.40035425) | Skewed |
X4 is highly skewed (γ1 = 83.85911078) | Skewed |
X40 is highly correlated with X4 (ρ = 0.9774235864) | Rejected |
X41 has 197 (1.9%) missing values | Missing |
X42 is highly correlated with X39 (ρ = 0.9865507193) | Rejected |
X43 is highly correlated with X30 (ρ = 0.947145461) | Rejected |
X44 is highly correlated with X43 (ρ = 0.9983458516) | Rejected |
X45 is highly skewed (γ1 = 89.57314454) | Skewed |
X45 has 541 (5.3%) missing values | Missing |
X46 is highly correlated with X40 (ρ = 0.9795039284) | Rejected |
X47 is highly correlated with X32 (ρ = 0.9995049085) | Rejected |
X48 is highly correlated with X36 (ρ = 0.9855964589) | Rejected |
X49 is highly correlated with X42 (ρ = 0.9971176568) | Rejected |
X5 is highly skewed (γ1 = -39.90807615) | Skewed |
X50 is highly correlated with X46 (ρ = 0.9947842208) | Rejected |
X51 is highly correlated with X2 (ρ = 0.9989871914) | Rejected |
X52 is highly correlated with X47 (ρ = 0.9995240644) | Rejected |
X53 is highly skewed (γ1 = 96.27945414) | Skewed |
X53 has 212 (2.1%) missing values | Missing |
X54 is highly correlated with X53 (ρ = 0.9979360336) | Rejected |
X55 is highly skewed (γ1 = 26.72438574) | Skewed |
X56 is highly skewed (γ1 = -95.46610006) | Skewed |
X57 is highly skewed (γ1 = -61.43873646) | Skewed |
X57 has 102 (1.0%) zeros | Zeros |
X58 is highly skewed (γ1 = 84.85409887) | Skewed |
X59 is highly skewed (γ1 = 98.86067649) | Skewed |
X59 has 4518 (44.4%) zeros | Zeros |
X6 is highly correlated with X38 (ρ = 0.9805575145) | Rejected |
X60 is highly skewed (γ1 = 45.98396136) | Skewed |
X60 has 543 (5.3%) missing values | Missing |
X61 is highly skewed (γ1 = 80.73350979) | Skewed |
X62 is highly correlated with X44 (ρ = 0.9541577267) | Rejected |
X63 is highly correlated with X48 (ρ = 0.9871164205) | Rejected |
X64 is highly skewed (γ1 = 69.20225913) | Skewed |
X64 has 212 (2.1%) missing values | Missing |
X7 is highly correlated with X63 (ρ = 0.9833365706) | Rejected |
X8 is highly correlated with X17 (ρ = 0.9999978802) | Rejected |
X9 is highly correlated with X7 (ρ = 0.9822032554) | Rejected |
X1
Numeric
| Distinct count | 9670 |
|---|---|
| Unique (%) | 95.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 1 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0430739038 |
|---|---|
| Minimum | -75.331 |
| Maximum | 7.3727 |
| Zeros (%) | 0.5% |
Quantile statistics
| Minimum | -75.331 |
|---|---|
| 5-th percentile | -0.200156 |
| Q1 | 0.0003642675 |
| Median | 0.0494935 |
| Q3 | 0.141105 |
| 95-th percentile | 0.3657945 |
| Maximum | 7.3727 |
| Range | 82.7037 |
| Interquartile range | 0.1407407325 |
Descriptive statistics
| Standard deviation | 1.112028399 |
|---|---|
| Coef of variation | 25.81675448 |
| Kurtosis | 3317.539607 |
| Mean | 0.0430739038 |
| MAD | 0.1496448122 |
| Skewness | -54.87572795 |
| Sum | 438.1477494 |
| Variance | 1.23660716 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 51 | 0.5% | |
| 0.16242 | 4 | < 0.1% | |
| 0.012072 | 3 | < 0.1% | |
| 0.23934 | 3 | < 0.1% | |
| 0.14816 | 3 | < 0.1% | |
| 0.18337 | 3 | < 0.1% | |
| 0.061703 | 3 | < 0.1% | |
| 0.055698 | 3 | < 0.1% | |
| 0.16415 | 3 | < 0.1% | |
| 0.097767 | 3 | < 0.1% | |
| Other values (9659) | 10093 | 99.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -75.331 | 1 | < 0.1% | |
| -61.628 | 1 | < 0.1% | |
| -46.893 | 1 | < 0.1% | |
| -9.5499 | 1 | < 0.1% | |
| -6.815 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.3727 | 1 | < 0.1% | |
| 7.1384 | 1 | < 0.1% | |
| 3.109 | 2 | < 0.1% | |
| 2.6134 | 1 | < 0.1% | |
| 2.3768 | 1 | < 0.1% |
X10
Numeric
| Distinct count | 9522 |
|---|---|
| Unique (%) | 93.6% |
| Missing (%) | < 0.1% |
| Missing (n) | 1 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.344340679 |
|---|---|
| Minimum | -479.91 |
| Maximum | 74.434 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -479.91 |
|---|---|
| 5-th percentile | -0.0596041 |
| Q1 | 0.277365 |
| Median | 0.490925 |
| Q3 | 0.70328 |
| 95-th percentile | 0.9109445 |
| Maximum | 74.434 |
| Range | 554.344 |
| Interquartile range | 0.425915 |
Descriptive statistics
| Standard deviation | 6.655843812 |
|---|---|
| Coef of variation | 19.32924054 |
| Kurtosis | 4570.589252 |
| Mean | 0.344340679 |
| MAD | 0.4118068896 |
| Skewness | -65.96113425 |
| Sum | 3502.633386 |
| Variance | 44.30025685 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 1 | 6 | 0.1% | |
| 0.80095 | 3 | < 0.1% | |
| 0.53838 | 3 | < 0.1% | |
| 0.72441 | 3 | < 0.1% | |
| 0.45194 | 3 | < 0.1% | |
| 0.53102 | 3 | < 0.1% | |
| 0.90056 | 3 | < 0.1% | |
| 0.85124 | 3 | < 0.1% | |
| 0.91117 | 3 | < 0.1% | |
| 0.26933 | 3 | < 0.1% | |
| Other values (9511) | 10139 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -479.91 | 1 | < 0.1% | |
| -440.74 | 1 | < 0.1% | |
| -109.69 | 1 | < 0.1% | |
| -53.233 | 1 | < 0.1% | |
| -45.905 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 74.434 | 1 | < 0.1% | |
| 5.7086 | 1 | < 0.1% | |
| 3.8791 | 1 | < 0.1% | |
| 2.9214 | 1 | < 0.1% | |
| 1.6646 | 1 | < 0.1% |
X11
Numeric
| Distinct count | 9632 |
|---|---|
| Unique (%) | 94.7% |
| Missing (%) | < 0.1% |
| Missing (n) | 1 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.158961208 |
|---|---|
| Minimum | -65.624 |
| Maximum | 681.54 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | -65.624 |
|---|---|
| 5-th percentile | -0.166055 |
| Q1 | 0.01302775 |
| Median | 0.081572 |
| Q3 | 0.1863325 |
| 95-th percentile | 0.43274 |
| Maximum | 681.54 |
| Range | 747.164 |
| Interquartile range | 0.17330475 |
Descriptive statistics
| Standard deviation | 6.814971689 |
|---|---|
| Coef of variation | 42.87191684 |
| Kurtosis | 9829.070068 |
| Mean | 0.158961208 |
| MAD | 0.238462949 |
| Skewness | 98.17201689 |
| Sum | 1616.953407 |
| Variance | 46.44383912 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 10 | 0.1% | |
| 0.10675 | 4 | < 0.1% | |
| 0.10876 | 3 | < 0.1% | |
| 0.12672 | 3 | < 0.1% | |
| 0.10061 | 3 | < 0.1% | |
| 0.12288 | 3 | < 0.1% | |
| 0.17386 | 3 | < 0.1% | |
| 0.22772 | 3 | < 0.1% | |
| -0.084581 | 3 | < 0.1% | |
| 0.1054 | 3 | < 0.1% | |
| Other values (9621) | 10134 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -65.624 | 1 | < 0.1% | |
| -46.893 | 1 | < 0.1% | |
| -9.5499 | 1 | < 0.1% | |
| -6.2117 | 1 | < 0.1% | |
| -4.6317 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 681.54 | 1 | < 0.1% | |
| 25.777 | 1 | < 0.1% | |
| 8.3133 | 1 | < 0.1% | |
| 7.3773 | 1 | < 0.1% | |
| 3.6626 | 2 | < 0.1% |
X12
Numeric
| Distinct count | 9789 |
|---|---|
| Unique (%) | 96.2% |
| Missing (%) | 0.2% |
| Missing (n) | 22 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.9647214985 |
|---|---|
| Minimum | -455.59 |
| Maximum | 1744.5 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -455.59 |
|---|---|
| 5-th percentile | -0.50886 |
| Q1 | 0.00504725 |
| Median | 0.16856 |
| Q3 | 0.63269 |
| 95-th percentile | 3.14805 |
| Maximum | 1744.5 |
| Range | 2200.09 |
| Interquartile range | 0.62764275 |
Descriptive statistics
| Standard deviation | 24.63005152 |
|---|---|
| Coef of variation | 25.53073769 |
| Kurtosis | 4084.11163 |
| Mean | 0.9647214985 |
| MAD | 1.782358509 |
| Skewness | 59.72452287 |
| Sum | 9792.887931 |
| Variance | 606.639438 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0.48409 | 3 | < 0.1% | |
| 0.95848 | 3 | < 0.1% | |
| 0.11487 | 3 | < 0.1% | |
| 0.14577 | 3 | < 0.1% | |
| 0.11516 | 3 | < 0.1% | |
| 0.2055 | 3 | < 0.1% | |
| -0.03482 | 3 | < 0.1% | |
| -0.15412 | 3 | < 0.1% | |
| 1.0227 | 3 | < 0.1% | |
| 0.16611 | 3 | < 0.1% | |
| Other values (9778) | 10121 | 99.5% | |
| (Missing) | 22 | 0.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -455.59 | 1 | < 0.1% | |
| -233.2 | 1 | < 0.1% | |
| -180.38 | 1 | < 0.1% | |
| -119.42 | 1 | < 0.1% | |
| -109.96 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1744.5 | 1 | < 0.1% | |
| 1563 | 1 | < 0.1% | |
| 293.92 | 1 | < 0.1% | |
| 263.64 | 1 | < 0.1% | |
| 198.54 | 1 | < 0.1% |
X13
Numeric
| Distinct count | 9557 |
|---|---|
| Unique (%) | 93.9% |
| Missing (%) | 0.6% |
| Missing (n) | 63 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.028126454 |
|---|---|
| Minimum | -1317.6 |
| Maximum | 9247.9 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | -1317.6 |
|---|---|
| 5-th percentile | -0.1255585 |
| Q1 | 0.01900875 |
| Median | 0.0661715 |
| Q3 | 0.132745 |
| 95-th percentile | 0.3190295 |
| Maximum | 9247.9 |
| Range | 10565.5 |
| Interquartile range | 0.11373625 |
Descriptive statistics
| Standard deviation | 100.6398605 |
|---|---|
| Coef of variation | 97.88665597 |
| Kurtosis | 7243.547859 |
| Mean | 1.028126454 |
| MAD | 2.648792678 |
| Skewness | 81.53270203 |
| Sum | 10394.35845 |
| Variance | 10128.38151 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 8 | 0.1% | |
| 0.11012 | 4 | < 0.1% | |
| 0.15499 | 4 | < 0.1% | |
| 0.10651 | 3 | < 0.1% | |
| 0.14724 | 3 | < 0.1% | |
| 0.11618 | 3 | < 0.1% | |
| 0.067544 | 3 | < 0.1% | |
| 0.20247 | 3 | < 0.1% | |
| 0.13809 | 3 | < 0.1% | |
| 0.12618 | 3 | < 0.1% | |
| Other values (9546) | 10073 | 99.0% | |
| (Missing) | 63 | 0.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1317.6 | 1 | < 0.1% | |
| -829.74 | 1 | < 0.1% | |
| -416.54 | 1 | < 0.1% | |
| -413.02 | 1 | < 0.1% | |
| -161.95 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9247.9 | 1 | < 0.1% | |
| 3741.6 | 1 | < 0.1% | |
| 112.46 | 1 | < 0.1% | |
| 87.741 | 2 | < 0.1% | |
| 45.079 | 1 | < 0.1% |
X14
Highly correlated
This variable is highly correlated with X11 and should be ignored for analysis
| Correlation | 0.9945728728 |
|---|
X15
Numeric
| Distinct count | 9750 |
|---|---|
| Unique (%) | 95.8% |
| Missing (%) | 0.1% |
| Missing (n) | 12 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 646.0388796 |
|---|---|
| Minimum | -2132900 |
| Maximum | 1831700 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | -2132900 |
|---|---|
| 5-th percentile | -5660.7 |
| Q1 | 166.63 |
| Median | 755.02 |
| Q3 | 2130.6 |
| 95-th percentile | 8872.6 |
| Maximum | 1831700 |
| Range | 3964600 |
| Interquartile range | 1963.97 |
Descriptive statistics
| Standard deviation | 50927.40935 |
|---|---|
| Coef of variation | 78.83025458 |
| Kurtosis | 1018.193312 |
| Mean | 646.0388796 |
| MAD | 5923.555084 |
| Skewness | -9.820652212 |
| Sum | 6564401.056 |
| Variance | 2593601023 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 9 | 0.1% | |
| 1101.2 | 6 | 0.1% | |
| 1497.7 | 4 | < 0.1% | |
| 1468.9 | 3 | < 0.1% | |
| 12033 | 3 | < 0.1% | |
| 1095.7 | 3 | < 0.1% | |
| 1172.8 | 3 | < 0.1% | |
| 1489.5 | 3 | < 0.1% | |
| 1236.6 | 3 | < 0.1% | |
| 889.14 | 3 | < 0.1% | |
| Other values (9739) | 10121 | 99.5% | |
| (Missing) | 12 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -2132900 | 1 | < 0.1% | |
| -2114500 | 1 | < 0.1% | |
| -1243300 | 1 | < 0.1% | |
| -1019200 | 1 | < 0.1% | |
| -960810 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1831700 | 1 | < 0.1% | |
| 1817600 | 1 | < 0.1% | |
| 520910 | 1 | < 0.1% | |
| 440080 | 1 | < 0.1% | |
| 437880 | 1 | < 0.1% |
X16
Highly correlated
This variable is highly correlated with X12 and should be ignored for analysis
| Correlation | 0.9829626236 |
|---|
X17
Numeric
| Distinct count | 8865 |
|---|---|
| Unique (%) | 87.1% |
| Missing (%) | 0.2% |
| Missing (n) | 18 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.94212729 |
|---|---|
| Minimum | 0 |
| Maximum | 18555 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.957439 |
| Q1 | 1.4173 |
| Median | 2.0486 |
| Q3 | 3.59365 |
| 95-th percentile | 12.2179 |
| Maximum | 18555 |
| Range | 18555 |
| Interquartile range | 2.17635 |
Descriptive statistics
| Standard deviation | 288.4445767 |
|---|---|
| Coef of variation | 26.36092315 |
| Kurtosis | 3436.793192 |
| Mean | 10.94212729 |
| MAD | 15.62654262 |
| Skewness | 56.77942088 |
| Sum | 111117.3027 |
| Variance | 83200.27383 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 1.5342 | 5 | < 0.1% | |
| 1.7308 | 4 | < 0.1% | |
| 1.9295 | 4 | < 0.1% | |
| 1.0705 | 4 | < 0.1% | |
| 1.2647 | 4 | < 0.1% | |
| 1.1631 | 4 | < 0.1% | |
| 2.2275 | 4 | < 0.1% | |
| 2.1568 | 4 | < 0.1% | |
| 1.5179 | 4 | < 0.1% | |
| 1.4662 | 4 | < 0.1% | |
| Other values (8854) | 10114 | 99.4% | |
| (Missing) | 18 | 0.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 0.0020792 | 1 | < 0.1% | |
| 0.0022638 | 1 | < 0.1% | |
| 0.0090344 | 1 | < 0.1% | |
| 0.018439 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18555 | 1 | < 0.1% | |
| 18158 | 1 | < 0.1% | |
| 10925 | 1 | < 0.1% | |
| 4904.3 | 1 | < 0.1% | |
| 3163.6 | 1 | < 0.1% |
X18
Highly correlated
This variable is highly correlated with X14 and should be ignored for analysis
| Correlation | 0.9956605702 |
|---|
X19
Highly correlated
This variable is highly correlated with X13 and should be ignored for analysis
| Correlation | 0.9999391131 |
|---|
X2
Numeric
| Distinct count | 9529 |
|---|---|
| Unique (%) | 93.7% |
| Missing (%) | < 0.1% |
| Missing (n) | 1 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.6469604782 |
|---|---|
| Minimum | 0 |
| Maximum | 480.96 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.07920235 |
| Q1 | 0.277695 |
| Median | 0.487335 |
| Q3 | 0.70504 |
| 95-th percentile | 1.040435 |
| Maximum | 480.96 |
| Range | 480.96 |
| Interquartile range | 0.427345 |
Descriptive statistics
| Standard deviation | 6.615405468 |
|---|---|
| Coef of variation | 10.22536259 |
| Kurtosis | 4683.392174 |
| Mean | 0.6469604782 |
| MAD | 0.4082857329 |
| Skewness | 67.33198497 |
| Sum | 6580.881984 |
| Variance | 43.76358951 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 18 | 0.2% | |
| 0.49306 | 4 | < 0.1% | |
| 0.65182 | 4 | < 0.1% | |
| 0.48412 | 3 | < 0.1% | |
| 0.13309 | 3 | < 0.1% | |
| 0.35417 | 3 | < 0.1% | |
| 0.50052 | 3 | < 0.1% | |
| 0.51827 | 3 | < 0.1% | |
| 0.73067 | 3 | < 0.1% | |
| 0.45522 | 3 | < 0.1% | |
| Other values (9518) | 10125 | 99.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 18 | 0.2% | |
| 5.3895e-05 | 1 | < 0.1% | |
| 5.5073e-05 | 1 | < 0.1% | |
| 9.153e-05 | 1 | < 0.1% | |
| 0.0002039 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 480.96 | 1 | < 0.1% | |
| 441.74 | 1 | < 0.1% | |
| 110.69 | 1 | < 0.1% | |
| 54.233 | 1 | < 0.1% | |
| 46.905 | 1 | < 0.1% |
X20
Numeric
| Distinct count | 9056 |
|---|---|
| Unique (%) | 89.0% |
| Missing (%) | 0.6% |
| Missing (n) | 63 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 68.01148258 |
|---|---|
| Minimum | 0 |
| Maximum | 70962 |
| Zeros (%) | 4.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0113162 |
| Q1 | 13.711 |
| Median | 33.1895 |
| Q3 | 61.7995 |
| 95-th percentile | 139.132 |
| Maximum | 70962 |
| Range | 70962 |
| Interquartile range | 48.0885 |
Descriptive statistics
| Standard deviation | 956.5886035 |
|---|---|
| Coef of variation | 14.06510441 |
| Kurtosis | 3674.745871 |
| Mean | 68.01148258 |
| MAD | 64.91740522 |
| Skewness | 57.49019325 |
| Sum | 687596.0889 |
| Variance | 915061.7563 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 494 | 4.9% | |
| 13.631 | 4 | < 0.1% | |
| 49.188 | 3 | < 0.1% | |
| 33.964 | 3 | < 0.1% | |
| 13.575 | 3 | < 0.1% | |
| 31.506 | 3 | < 0.1% | |
| 12.03 | 3 | < 0.1% | |
| 11.04 | 3 | < 0.1% | |
| 24.778 | 3 | < 0.1% | |
| 40.558 | 3 | < 0.1% | |
| Other values (9045) | 9588 | 94.2% | |
| (Missing) | 63 | 0.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 494 | 4.9% | |
| 0.00057036 | 1 | < 0.1% | |
| 0.00057639 | 1 | < 0.1% | |
| 0.00062728 | 1 | < 0.1% | |
| 0.00079813 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 70962 | 1 | < 0.1% | |
| 41498 | 1 | < 0.1% | |
| 39420 | 1 | < 0.1% | |
| 26606 | 1 | < 0.1% | |
| 9190.1 | 1 | < 0.1% |
X21
Numeric
| Distinct count | 5475 |
|---|---|
| Unique (%) | 53.8% |
| Missing (%) | 31.1% |
| Missing (n) | 3164 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.645023767 |
|---|---|
| Minimum | 0 |
| Maximum | 6964.2 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.701018 |
| Q1 | 0.90956 |
| Median | 1.0235 |
| Q3 | 1.1595 |
| 95-th percentile | 1.5449 |
| Maximum | 6964.2 |
| Range | 6964.2 |
| Interquartile range | 0.24994 |
Descriptive statistics
| Standard deviation | 89.07208258 |
|---|---|
| Coef of variation | 33.67534299 |
| Kurtosis | 5398.70976 |
| Mean | 2.645023767 |
| MAD | 3.16425209 |
| Skewness | 71.12634035 |
| Sum | 18538.97159 |
| Variance | 7933.835896 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 1 | 10 | 0.1% | |
| 0 | 8 | 0.1% | |
| 1.0363 | 6 | 0.1% | |
| 1.0108 | 6 | 0.1% | |
| 1.1459 | 6 | 0.1% | |
| 1.0239 | 6 | 0.1% | |
| 1.1335 | 6 | 0.1% | |
| 1.061 | 6 | 0.1% | |
| 1.0666 | 6 | 0.1% | |
| 1.0503 | 6 | 0.1% | |
| Other values (5464) | 6943 | 68.2% | |
| (Missing) | 3164 | 31.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 8 | 0.1% | |
| 0.00044086 | 1 | < 0.1% | |
| 0.015787 | 2 | < 0.1% | |
| 0.018825 | 1 | < 0.1% | |
| 0.019126 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6964.2 | 1 | < 0.1% | |
| 2328.5 | 1 | < 0.1% | |
| 1300.1 | 1 | < 0.1% | |
| 125.75 | 1 | < 0.1% | |
| 89.074 | 1 | < 0.1% |
X22
Highly correlated
This variable is highly correlated with X18 and should be ignored for analysis
| Correlation | 0.9907848864 |
|---|
X23
Highly correlated
This variable is highly correlated with X19 and should be ignored for analysis
| Correlation | 0.9998548525 |
|---|
X24
Highly correlated
This variable is highly correlated with X22 and should be ignored for analysis
| Correlation | 0.9897842345 |
|---|
X25
Highly correlated
This variable is highly correlated with X10 and should be ignored for analysis
| Correlation | 0.9891914684 |
|---|
X26
Numeric
| Distinct count | 9730 |
|---|---|
| Unique (%) | 95.6% |
| Missing (%) | 0.2% |
| Missing (n) | 19 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.084127245 |
|---|---|
| Minimum | -214.67 |
| Maximum | 1744.5 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | -214.67 |
|---|---|
| 5-th percentile | -0.2217215 |
| Q1 | 0.0552475 |
| Median | 0.21862 |
| Q3 | 0.639495 |
| 95-th percentile | 2.98322 |
| Maximum | 1744.5 |
| Range | 1959.17 |
| Interquartile range | 0.5842475 |
Descriptive statistics
| Standard deviation | 20.66211948 |
|---|---|
| Coef of variation | 19.05875863 |
| Kurtosis | 5274.911973 |
| Mean | 1.084127245 |
| MAD | 1.669089262 |
| Skewness | 66.64906612 |
| Sum | 11008.22804 |
| Variance | 426.9231813 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 7 | 0.1% | |
| 1.3822 | 3 | < 0.1% | |
| -0.28537 | 3 | < 0.1% | |
| 0.53133 | 3 | < 0.1% | |
| 0.14243 | 3 | < 0.1% | |
| 0.24306 | 3 | < 0.1% | |
| 0.30284 | 3 | < 0.1% | |
| 1.2898 | 3 | < 0.1% | |
| 0.34067 | 3 | < 0.1% | |
| 0.12877 | 3 | < 0.1% | |
| Other values (9719) | 10120 | 99.5% | |
| (Missing) | 19 | 0.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -214.67 | 1 | < 0.1% | |
| -205.86 | 1 | < 0.1% | |
| -108.06 | 1 | < 0.1% | |
| -96.75 | 1 | < 0.1% | |
| -65.495 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1744.5 | 1 | < 0.1% | |
| 838.5 | 1 | < 0.1% | |
| 323.36 | 1 | < 0.1% | |
| 264.13 | 1 | < 0.1% | |
| 253.3 | 1 | < 0.1% |
X27
Numeric
| Distinct count | 8479 |
|---|---|
| Unique (%) | 83.3% |
| Missing (%) | 6.9% |
| Missing (n) | 706 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1243.186724 |
|---|---|
| Minimum | -157160 |
| Maximum | 4208800 |
| Zeros (%) | 6.8% |
Quantile statistics
| Minimum | -157160 |
|---|---|
| 5-th percentile | -4.53082 |
| Q1 | 0.036311 |
| Median | 1.1183 |
| Q3 | 5.28335 |
| 95-th percentile | 173.076 |
| Maximum | 4208800 |
| Range | 4365960 |
| Interquartile range | 5.247039 |
Descriptive statistics
| Standard deviation | 45911.1245 |
|---|---|
| Coef of variation | 36.93019208 |
| Kurtosis | 7470.370603 |
| Mean | 1243.186724 |
| MAD | 2555.782705 |
| Skewness | 82.51367014 |
| Sum | 11769248.71 |
| Variance | 2107831353 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 694 | 6.8% | |
| -10 | 7 | 0.1% | |
| 3.1276 | 3 | < 0.1% | |
| 1.6408 | 3 | < 0.1% | |
| 2.9957 | 3 | < 0.1% | |
| 1.4648 | 3 | < 0.1% | |
| 3.3616 | 3 | < 0.1% | |
| 1.0031 | 3 | < 0.1% | |
| 1.427 | 3 | < 0.1% | |
| 1.8644 | 3 | < 0.1% | |
| Other values (8468) | 8742 | 85.9% | |
| (Missing) | 706 | 6.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -157160 | 1 | < 0.1% | |
| -67914 | 1 | < 0.1% | |
| -63765 | 1 | < 0.1% | |
| -47402 | 1 | < 0.1% | |
| -38192 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4208800 | 1 | < 0.1% | |
| 838490 | 1 | < 0.1% | |
| 511500 | 1 | < 0.1% | |
| 503170 | 1 | < 0.1% | |
| 360890 | 1 | < 0.1% |
X28
Numeric
| Distinct count | 9585 |
|---|---|
| Unique (%) | 94.2% |
| Missing (%) | 2.1% |
| Missing (n) | 212 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.06987751 |
|---|---|
| Minimum | -3829.9 |
| Maximum | 10033 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -3829.9 |
|---|---|
| 5-th percentile | -0.6482 |
| Q1 | 0.019357 |
| Median | 0.44413 |
| Q3 | 1.4887 |
| 95-th percentile | 11.089 |
| Maximum | 10033 |
| Range | 13862.9 |
| Interquartile range | 1.469343 |
Descriptive statistics
| Standard deviation | 129.1288614 |
|---|---|
| Coef of variation | 25.46981877 |
| Kurtosis | 3907.460578 |
| Mean | 5.06987751 |
| MAD | 10.12988108 |
| Skewness | 50.34323013 |
| Sum | 50501.04988 |
| Variance | 16674.26284 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 1.0247 | 4 | < 0.1% | |
| 0.10196 | 3 | < 0.1% | |
| 0.13278 | 3 | < 0.1% | |
| 0.38247 | 3 | < 0.1% | |
| 0.50765 | 3 | < 0.1% | |
| 0.29245 | 3 | < 0.1% | |
| 2.2771 | 3 | < 0.1% | |
| 0.10258 | 3 | < 0.1% | |
| 0.32331 | 3 | < 0.1% | |
| 0.31791 | 3 | < 0.1% | |
| Other values (9574) | 9930 | 97.6% | |
| (Missing) | 212 | 2.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -3829.9 | 1 | < 0.1% | |
| -1574.7 | 1 | < 0.1% | |
| -1018.2 | 2 | < 0.1% | |
| -373.99 | 1 | < 0.1% | |
| -259.72 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10033 | 1 | < 0.1% | |
| 4364.1 | 1 | < 0.1% | |
| 3041.1 | 1 | < 0.1% | |
| 2246.7 | 1 | < 0.1% | |
| 1597.1 | 1 | < 0.1% |
X29
Numeric
| Distinct count | 8410 |
|---|---|
| Unique (%) | 82.7% |
| Missing (%) | < 0.1% |
| Missing (n) | 1 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.930824063 |
|---|---|
| Minimum | -0.88606 |
| Maximum | 9.4648 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.88606 |
|---|---|
| 5-th percentile | 2.552975 |
| Q1 | 3.412675 |
| Median | 3.93155 |
| Q3 | 4.45505 |
| 95-th percentile | 5.290845 |
| Maximum | 9.4648 |
| Range | 10.35086 |
| Interquartile range | 1.042375 |
Descriptive statistics
| Standard deviation | 0.8308178067 |
|---|---|
| Coef of variation | 0.211359703 |
| Kurtosis | 0.749944421 |
| Mean | 3.930824063 |
| MAD | 0.6453726394 |
| Skewness | -0.04623862683 |
| Sum | 39984.34237 |
| Variance | 0.6902582279 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 4.6062 | 6 | 0.1% | |
| 4.0976 | 6 | 0.1% | |
| 4.3474 | 5 | < 0.1% | |
| 4.2216 | 5 | < 0.1% | |
| 3.1544 | 4 | < 0.1% | |
| 4.4498 | 4 | < 0.1% | |
| 3.802 | 4 | < 0.1% | |
| 3.7651 | 4 | < 0.1% | |
| 4.0158 | 4 | < 0.1% | |
| 3.8481 | 4 | < 0.1% | |
| Other values (8399) | 10126 | 99.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.88606 | 1 | < 0.1% | |
| 0.0187 | 1 | < 0.1% | |
| 0.020778 | 1 | < 0.1% | |
| 0.30103 | 1 | < 0.1% | |
| 0.39672 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9.4648 | 1 | < 0.1% | |
| 7.5051 | 1 | < 0.1% | |
| 7.143 | 1 | < 0.1% | |
| 7.1418 | 1 | < 0.1% | |
| 6.9773 | 1 | < 0.1% |
X3
Highly correlated
This variable is highly correlated with X25 and should be ignored for analysis
| Correlation | 0.9861867189 |
|---|
X30
Numeric
| Distinct count | 9500 |
|---|---|
| Unique (%) | 93.4% |
| Missing (%) | 0.6% |
| Missing (n) | 63 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.025767034 |
|---|---|
| Minimum | -380.55 |
| Maximum | 62048 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -380.55 |
|---|---|
| 5-th percentile | -0.1205085 |
| Q1 | 0.07911025 |
| Median | 0.21256 |
| Q3 | 0.4029025 |
| 95-th percentile | 1.08072 |
| Maximum | 62048 |
| Range | 62428.55 |
| Interquartile range | 0.32379225 |
Descriptive statistics
| Standard deviation | 634.264295 |
|---|---|
| Coef of variation | 70.27261978 |
| Kurtosis | 9080.851294 |
| Mean | 9.025767034 |
| MAD | 17.49780593 |
| Skewness | 93.68093872 |
| Sum | 91250.50472 |
| Variance | 402291.1959 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0.22134 | 4 | < 0.1% | |
| 0.17512 | 4 | < 0.1% | |
| 0.12249 | 4 | < 0.1% | |
| 0.10275 | 3 | < 0.1% | |
| 0.40496 | 3 | < 0.1% | |
| 0.52433 | 3 | < 0.1% | |
| 0.097688 | 3 | < 0.1% | |
| 1.0303 | 3 | < 0.1% | |
| 0.31121 | 3 | < 0.1% | |
| 0.4511 | 3 | < 0.1% | |
| Other values (9489) | 10077 | 99.1% | |
| (Missing) | 63 | 0.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -380.55 | 1 | < 0.1% | |
| -240.55 | 1 | < 0.1% | |
| -63.153 | 1 | < 0.1% | |
| -39.873 | 1 | < 0.1% | |
| -16.823 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 62048 | 1 | < 0.1% | |
| 14056 | 1 | < 0.1% | |
| 2940.2 | 1 | < 0.1% | |
| 2106.6 | 1 | < 0.1% | |
| 1879.4 | 1 | < 0.1% |
X31
Highly correlated
This variable is highly correlated with X23 and should be ignored for analysis
| Correlation | 0.9998549688 |
|---|
X32
Numeric
| Distinct count | 9318 |
|---|---|
| Unique (%) | 91.6% |
| Missing (%) | 0.9% |
| Missing (n) | 87 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2032.50396 |
|---|---|
| Minimum | -164.78 |
| Maximum | 17364000 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | -164.78 |
|---|---|
| 5-th percentile | 17.1355 |
| Q1 | 44.27475 |
| Median | 77.2045 |
| Q3 | 126.8825 |
| 95-th percentile | 308.19 |
| Maximum | 17364000 |
| Range | 17364164.78 |
| Interquartile range | 82.60775 |
Descriptive statistics
| Standard deviation | 173008.6895 |
|---|---|
| Coef of variation | 85.12096058 |
| Kurtosis | 10059.51909 |
| Mean | 2032.50396 |
| MAD | 3823.743494 |
| Skewness | 100.2335407 |
| Sum | 20499834.94 |
| Variance | 2.993200663e+10 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 19 | 0.2% | |
| 124.97 | 5 | < 0.1% | |
| 29.685 | 4 | < 0.1% | |
| 112.39 | 4 | < 0.1% | |
| 103.25 | 4 | < 0.1% | |
| 38.382 | 4 | < 0.1% | |
| 116.39 | 4 | < 0.1% | |
| 85.511 | 4 | < 0.1% | |
| 172.12 | 3 | < 0.1% | |
| 24.082 | 3 | < 0.1% | |
| Other values (9307) | 10032 | 98.6% | |
| (Missing) | 87 | 0.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -164.78 | 1 | < 0.1% | |
| -50.451 | 1 | < 0.1% | |
| -19.014 | 1 | < 0.1% | |
| 0 | 19 | 0.2% | |
| 0.010206 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 17364000 | 1 | < 0.1% | |
| 375260 | 1 | < 0.1% | |
| 351590 | 1 | < 0.1% | |
| 249400 | 1 | < 0.1% | |
| 185290 | 1 | < 0.1% |
X33
Highly correlated
This variable is highly correlated with X24 and should be ignored for analysis
| Correlation | 0.9771585187 |
|---|
X34
Highly correlated
This variable is highly correlated with X33 and should be ignored for analysis
| Correlation | 0.9960918658 |
|---|
X35
Highly correlated
This variable is highly correlated with X34 and should be ignored for analysis
| Correlation | 0.9860249908 |
|---|
X36
Highly correlated
This variable is highly correlated with X35 and should be ignored for analysis
| Correlation | 0.9912199601 |
|---|
X37
Numeric
| Distinct count | 5456 |
|---|---|
| Unique (%) | 53.6% |
| Missing (%) | 44.4% |
| Missing (n) | 4518 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 82.94435957 |
|---|---|
| Minimum | -89.392 |
| Maximum | 72701 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -89.392 |
|---|---|
| 5-th percentile | 0.279467 |
| Q1 | 1.09825 |
| Median | 2.8775 |
| Q3 | 9.8701 |
| 95-th percentile | 117.559 |
| Maximum | 72701 |
| Range | 72790.392 |
| Interquartile range | 8.77185 |
Descriptive statistics
| Standard deviation | 1352.649953 |
|---|---|
| Coef of variation | 16.30791967 |
| Kurtosis | 1799.98794 |
| Mean | 82.94435957 |
| MAD | 140.3376591 |
| Skewness | 38.88817067 |
| Sum | 469050.3534 |
| Variance | 1829661.895 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 1.1393 | 3 | < 0.1% | |
| 0.40932 | 3 | < 0.1% | |
| 3.0257 | 3 | < 0.1% | |
| 1.6794 | 3 | < 0.1% | |
| 0.57175 | 3 | < 0.1% | |
| 43.464 | 3 | < 0.1% | |
| 1.8559 | 3 | < 0.1% | |
| 1.0042 | 3 | < 0.1% | |
| 4.4765 | 3 | < 0.1% | |
| 1.1959 | 2 | < 0.1% | |
| Other values (5445) | 5626 | 55.3% | |
| (Missing) | 4518 | 44.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -89.392 | 1 | < 0.1% | |
| -2.7607 | 1 | < 0.1% | |
| 0 | 1 | < 0.1% | |
| 0.0035222 | 1 | < 0.1% | |
| 0.0059698 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 72701 | 1 | < 0.1% | |
| 46496 | 1 | < 0.1% | |
| 33945 | 1 | < 0.1% | |
| 18542 | 1 | < 0.1% | |
| 16477 | 1 | < 0.1% |
X38
Highly correlated
This variable is highly correlated with X3 and should be ignored for analysis
| Correlation | 0.992843169 |
|---|
X39
Numeric
| Distinct count | 9633 |
|---|---|
| Unique (%) | 94.7% |
| Missing (%) | 0.6% |
| Missing (n) | 63 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.3191935775 |
|---|---|
| Minimum | -1395.8 |
| Maximum | 21.386 |
| Zeros (%) | 0.6% |
Quantile statistics
| Minimum | -1395.8 |
|---|---|
| 5-th percentile | -0.130245 |
| Q1 | 0.004305925 |
| Median | 0.0377595 |
| Q3 | 0.094422 |
| 95-th percentile | 0.2345835 |
| Maximum | 21.386 |
| Range | 1417.186 |
| Interquartile range | 0.090116075 |
Descriptive statistics
| Standard deviation | 16.75970563 |
|---|---|
| Coef of variation | -52.5063999 |
| Kurtosis | 5059.920848 |
| Mean | -0.3191935775 |
| MAD | 0.7553896086 |
| Skewness | -66.40035425 |
| Sum | -3227.047068 |
| Variance | 280.8877327 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 57 | 0.6% | |
| 0.1056 | 4 | < 0.1% | |
| 0.10831 | 4 | < 0.1% | |
| 0.14802 | 3 | < 0.1% | |
| 0.013501 | 3 | < 0.1% | |
| 0.17847 | 3 | < 0.1% | |
| 0.10713 | 3 | < 0.1% | |
| 0.11345 | 3 | < 0.1% | |
| -0.0060441 | 3 | < 0.1% | |
| 0.12351 | 3 | < 0.1% | |
| Other values (9622) | 10024 | 98.5% | |
| (Missing) | 63 | 0.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1395.8 | 1 | < 0.1% | |
| -654.43 | 1 | < 0.1% | |
| -405.96 | 1 | < 0.1% | |
| -388.48 | 1 | < 0.1% | |
| -316.03 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 21.386 | 2 | < 0.1% | |
| 20.2 | 1 | < 0.1% | |
| 13.497 | 1 | < 0.1% | |
| 7.6679 | 1 | < 0.1% | |
| 5.3085 | 1 | < 0.1% |
X4
Numeric
| Distinct count | 9076 |
|---|---|
| Unique (%) | 89.2% |
| Missing (%) | 0.2% |
| Missing (n) | 22 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.144058061 |
|---|---|
| Minimum | 0.0020792 |
| Maximum | 4881.6 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.0020792 |
|---|---|
| 5-th percentile | 0.519145 |
| Q1 | 1.0292 |
| Median | 1.5244 |
| Q3 | 2.7411 |
| 95-th percentile | 8.94205 |
| Maximum | 4881.6 |
| Range | 4881.597921 |
| Interquartile range | 1.7119 |
Descriptive statistics
| Standard deviation | 51.71524237 |
|---|---|
| Coef of variation | 12.47937206 |
| Kurtosis | 7812.019464 |
| Mean | 4.144058061 |
| MAD | 4.38686137 |
| Skewness | 83.85911078 |
| Sum | 42066.33338 |
| Variance | 2674.466293 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 1.3 | 5 | < 0.1% | |
| 1.154 | 4 | < 0.1% | |
| 1.3119 | 4 | < 0.1% | |
| 1.3879 | 4 | < 0.1% | |
| 1.3163 | 4 | < 0.1% | |
| 1.1101 | 4 | < 0.1% | |
| 1.4337 | 4 | < 0.1% | |
| 1.1716 | 4 | < 0.1% | |
| 2.1718 | 4 | < 0.1% | |
| 1.1788 | 4 | < 0.1% | |
| Other values (9065) | 10110 | 99.4% | |
| (Missing) | 22 | 0.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0020792 | 1 | < 0.1% | |
| 0.0022638 | 1 | < 0.1% | |
| 0.0028263 | 1 | < 0.1% | |
| 0.0035768 | 1 | < 0.1% | |
| 0.0084533 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4881.6 | 1 | < 0.1% | |
| 841.76 | 1 | < 0.1% | |
| 782.25 | 1 | < 0.1% | |
| 544.56 | 1 | < 0.1% | |
| 431.12 | 1 | < 0.1% |
X40
Highly correlated
This variable is highly correlated with X4 and should be ignored for analysis
| Correlation | 0.9774235864 |
|---|
X41
Numeric
| Distinct count | 9490 |
|---|---|
| Unique (%) | 93.3% |
| Missing (%) | 1.9% |
| Missing (n) | 197 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.7210407761 |
|---|---|
| Minimum | -1234.4 |
| Maximum | 990.08 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | -1234.4 |
|---|---|
| 5-th percentile | -0.3624075 |
| Q1 | 0.02538025 |
| Median | 0.083133 |
| Q3 | 0.20515 |
| 95-th percentile | 1.004925 |
| Maximum | 990.08 |
| Range | 2224.48 |
| Interquartile range | 0.17976975 |
Descriptive statistics
| Standard deviation | 24.3864599 |
|---|---|
| Coef of variation | 33.82119391 |
| Kurtosis | 1487.720454 |
| Mean | 0.7210407761 |
| MAD | 1.756172068 |
| Skewness | 10.07580663 |
| Sum | 7193.102782 |
| Variance | 594.6994267 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 15 | 0.1% | |
| 0.10043 | 5 | < 0.1% | |
| 0.02804 | 4 | < 0.1% | |
| 0.11683 | 4 | < 0.1% | |
| 0.1593 | 3 | < 0.1% | |
| 0.2899 | 3 | < 0.1% | |
| 0.24677 | 3 | < 0.1% | |
| 0.13356 | 3 | < 0.1% | |
| 0.11302 | 3 | < 0.1% | |
| 0.10887 | 3 | < 0.1% | |
| Other values (9479) | 9930 | 97.6% | |
| (Missing) | 197 | 1.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1234.4 | 1 | < 0.1% | |
| -283.92 | 1 | < 0.1% | |
| -217.83 | 1 | < 0.1% | |
| -133.84 | 1 | < 0.1% | |
| -95.106 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 990.08 | 1 | < 0.1% | |
| 911.52 | 1 | < 0.1% | |
| 868.25 | 1 | < 0.1% | |
| 822.85 | 1 | < 0.1% | |
| 672.69 | 1 | < 0.1% |
X42
Highly correlated
This variable is highly correlated with X39 and should be ignored for analysis
| Correlation | 0.9865507193 |
|---|
X43
Highly correlated
This variable is highly correlated with X30 and should be ignored for analysis
| Correlation | 0.947145461 |
|---|
X44
Highly correlated
This variable is highly correlated with X43 and should be ignored for analysis
| Correlation | 0.9983458516 |
|---|
X45
Numeric
| Distinct count | 9232 |
|---|---|
| Unique (%) | 90.8% |
| Missing (%) | 5.3% |
| Missing (n) | 541 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 22.92914116 |
|---|---|
| Minimum | -2686 |
| Maximum | 113820 |
| Zeros (%) | 0.5% |
Quantile statistics
| Minimum | -2686 |
|---|---|
| 5-th percentile | -1.618035 |
| Q1 | 0.004036475 |
| Median | 0.27719 |
| Q3 | 1.046375 |
| 95-th percentile | 7.458645 |
| Maximum | 113820 |
| Range | 116506 |
| Interquartile range | 1.042338525 |
Descriptive statistics
| Standard deviation | 1199.194814 |
|---|---|
| Coef of variation | 52.30003188 |
| Kurtosis | 8434.510162 |
| Mean | 22.92914116 |
| MAD | 45.04274874 |
| Skewness | 89.57314454 |
| Sum | 220853.4877 |
| Variance | 1438068.201 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 48 | 0.5% | |
| 1 | 4 | < 0.1% | |
| 0.13465 | 4 | < 0.1% | |
| -0.094187 | 3 | < 0.1% | |
| 0.25939 | 3 | < 0.1% | |
| 0.66019 | 3 | < 0.1% | |
| 0.88411 | 3 | < 0.1% | |
| -1.1622 | 3 | < 0.1% | |
| 0.16687 | 3 | < 0.1% | |
| 0.41146 | 3 | < 0.1% | |
| Other values (9221) | 9555 | 93.9% | |
| (Missing) | 541 | 5.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -2686 | 1 | < 0.1% | |
| -807.33 | 1 | < 0.1% | |
| -711.42 | 1 | < 0.1% | |
| -468.87 | 1 | < 0.1% | |
| -352.89 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 113820 | 1 | < 0.1% | |
| 20998 | 1 | < 0.1% | |
| 14939 | 1 | < 0.1% | |
| 7913.2 | 1 | < 0.1% | |
| 7083.3 | 1 | < 0.1% |
X46
Highly correlated
This variable is highly correlated with X40 and should be ignored for analysis
| Correlation | 0.9795039284 |
|---|
X47
Highly correlated
This variable is highly correlated with X32 and should be ignored for analysis
| Correlation | 0.9995049085 |
|---|
X48
Highly correlated
This variable is highly correlated with X36 and should be ignored for analysis
| Correlation | 0.9855964589 |
|---|
X49
Highly correlated
This variable is highly correlated with X42 and should be ignored for analysis
| Correlation | 0.9971176568 |
|---|
X5
Numeric
| Distinct count | 9854 |
|---|---|
| Unique (%) | 96.9% |
| Missing (%) | 0.2% |
| Missing (n) | 24 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -144.8307969 |
|---|---|
| Minimum | -438250 |
| Maximum | 70686 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -438250 |
|---|---|
| 5-th percentile | -275.332 |
| Q1 | -50.131 |
| Median | -1.9075 |
| Q3 | 51.443 |
| 95-th percentile | 411.148 |
| Maximum | 70686 |
| Range | 508936 |
| Interquartile range | 101.574 |
Descriptive statistics
| Standard deviation | 7811.97626 |
|---|---|
| Coef of variation | -53.93864031 |
| Kurtosis | 1889.996738 |
| Mean | -144.8307969 |
| MAD | 642.0005072 |
| Skewness | -39.90807615 |
| Sum | -1469887.758 |
| Variance | 61026973.09 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 100.5 | 4 | < 0.1% | |
| -114.32 | 3 | < 0.1% | |
| -105.28 | 3 | < 0.1% | |
| 48.959 | 3 | < 0.1% | |
| -17.716 | 3 | < 0.1% | |
| 23.559 | 3 | < 0.1% | |
| -103.12 | 3 | < 0.1% | |
| -17.721 | 3 | < 0.1% | |
| -109.22 | 3 | < 0.1% | |
| -164.42 | 3 | < 0.1% | |
| Other values (9843) | 10118 | 99.5% | |
| (Missing) | 24 | 0.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -438250 | 1 | < 0.1% | |
| -352580 | 1 | < 0.1% | |
| -346050 | 1 | < 0.1% | |
| -221280 | 1 | < 0.1% | |
| -208280 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 70686 | 1 | < 0.1% | |
| 50836 | 1 | < 0.1% | |
| 50533 | 1 | < 0.1% | |
| 44640 | 1 | < 0.1% | |
| 42052 | 1 | < 0.1% |
X50
Highly correlated
This variable is highly correlated with X46 and should be ignored for analysis
| Correlation | 0.9947842208 |
|---|
X51
Highly correlated
This variable is highly correlated with X2 and should be ignored for analysis
| Correlation | 0.9989871914 |
|---|
X52
Highly correlated
This variable is highly correlated with X47 and should be ignored for analysis
| Correlation | 0.9995240644 |
|---|
X53
Numeric
| Distinct count | 9220 |
|---|---|
| Unique (%) | 90.6% |
| Missing (%) | 2.1% |
| Missing (n) | 212 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14.04720255 |
|---|---|
| Minimum | -3828.9 |
| Maximum | 86795 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -3828.9 |
|---|---|
| 5-th percentile | -0.099287 |
| Q1 | 0.6517 |
| Median | 1.1754 |
| Q3 | 2.2088 |
| 95-th percentile | 10.753 |
| Maximum | 86795 |
| Range | 90623.9 |
| Interquartile range | 1.5571 |
Descriptive statistics
| Standard deviation | 880.6118934 |
|---|---|
| Coef of variation | 62.68948497 |
| Kurtosis | 9473.518542 |
| Mean | 14.04720255 |
| MAD | 26.64383552 |
| Skewness | 96.27945414 |
| Sum | 139924.1846 |
| Variance | 775477.3067 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 1.1223 | 4 | < 0.1% | |
| 1.0706 | 4 | < 0.1% | |
| 1.5549 | 3 | < 0.1% | |
| 1.3974 | 3 | < 0.1% | |
| 2.5008 | 3 | < 0.1% | |
| 1.8861 | 3 | < 0.1% | |
| 1.1869 | 3 | < 0.1% | |
| 1.3397 | 3 | < 0.1% | |
| 0.39119 | 3 | < 0.1% | |
| 1.1373 | 3 | < 0.1% | |
| Other values (9209) | 9929 | 97.6% | |
| (Missing) | 212 | 2.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -3828.9 | 1 | < 0.1% | |
| -1758.9 | 1 | < 0.1% | |
| -1573.7 | 1 | < 0.1% | |
| -1041.5 | 1 | < 0.1% | |
| -1017.2 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 86795 | 1 | < 0.1% | |
| 10034 | 1 | < 0.1% | |
| 4920 | 1 | < 0.1% | |
| 4365.1 | 1 | < 0.1% | |
| 3042.1 | 1 | < 0.1% |
X54
Highly correlated
This variable is highly correlated with X53 and should be ignored for analysis
| Correlation | 0.9979360336 |
|---|
X55
Numeric
| Distinct count | 9752 |
|---|---|
| Unique (%) | 95.9% |
| Missing (%) | < 0.1% |
| Missing (n) | 1 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6080.925201 |
|---|---|
| Minimum | -1805200 |
| Maximum | 3657400 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -1805200 |
|---|---|
| 5-th percentile | -5800.355 |
| Q1 | 5.699975 |
| Median | 832.67 |
| Q3 | 4020.25 |
| 95-th percentile | 28194.7 |
| Maximum | 3657400 |
| Range | 5462600 |
| Interquartile range | 4014.550025 |
Descriptive statistics
| Standard deviation | 65980.0709 |
|---|---|
| Coef of variation | 10.85033424 |
| Kurtosis | 1529.652064 |
| Mean | 6080.925201 |
| MAD | 12959.05746 |
| Skewness | 26.72438574 |
| Sum | 61855171.14 |
| Variance | 4353369756 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 373 | 4 | < 0.1% | |
| 110 | 4 | < 0.1% | |
| 2157.6 | 4 | < 0.1% | |
| 198 | 4 | < 0.1% | |
| 91 | 3 | < 0.1% | |
| 19184 | 3 | < 0.1% | |
| -656 | 3 | < 0.1% | |
| 4400 | 3 | < 0.1% | |
| 33 | 3 | < 0.1% | |
| 1627 | 3 | < 0.1% | |
| Other values (9741) | 10138 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1805200 | 1 | < 0.1% | |
| -937480 | 2 | < 0.1% | |
| -492830 | 1 | < 0.1% | |
| -433240 | 1 | < 0.1% | |
| -403740 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3657400 | 1 | < 0.1% | |
| 3178000 | 1 | < 0.1% | |
| 1016000 | 1 | < 0.1% | |
| 809080 | 1 | < 0.1% | |
| 763930 | 1 | < 0.1% |
X56
Numeric
| Distinct count | 9562 |
|---|---|
| Unique (%) | 94.0% |
| Missing (%) | 0.6% |
| Missing (n) | 63 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -1.128949494 |
|---|---|
| Minimum | -8534.6 |
| Maximum | 20.2 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -8534.6 |
|---|---|
| 5-th percentile | -0.133123 |
| Q1 | 0.0103805 |
| Median | 0.0550135 |
| Q3 | 0.1340675 |
| 95-th percentile | 0.387869 |
| Maximum | 20.2 |
| Range | 8554.8 |
| Interquartile range | 0.123687 |
Descriptive statistics
| Standard deviation | 86.50291982 |
|---|---|
| Coef of variation | -76.62248866 |
| Kurtosis | 9378.191969 |
| Mean | -1.128949494 |
| MAD | 2.421250085 |
| Skewness | -95.46610006 |
| Sum | -11413.67939 |
| Variance | 7482.755138 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 1 | 82 | 0.8% | |
| 0.10831 | 4 | < 0.1% | |
| 0.11949 | 3 | < 0.1% | |
| 0.10437 | 3 | < 0.1% | |
| 0.12219 | 3 | < 0.1% | |
| 0.14834 | 3 | < 0.1% | |
| 0.25018 | 3 | < 0.1% | |
| 0.10982 | 3 | < 0.1% | |
| 0.14695 | 3 | < 0.1% | |
| 0.13874 | 3 | < 0.1% | |
| Other values (9551) | 10000 | 98.3% | |
| (Missing) | 63 | 0.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -8534.6 | 1 | < 0.1% | |
| -1395.9 | 1 | < 0.1% | |
| -645.87 | 1 | < 0.1% | |
| -405.96 | 1 | < 0.1% | |
| -386.28 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.2 | 1 | < 0.1% | |
| 2.6324 | 1 | < 0.1% | |
| 2.0023 | 1 | < 0.1% | |
| 1.9277 | 1 | < 0.1% | |
| 1.9268 | 1 | < 0.1% |
X57
Numeric
| Distinct count | 9597 |
|---|---|
| Unique (%) | 94.3% |
| Missing (%) | < 0.1% |
| Missing (n) | 2 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.0435192881 |
|---|---|
| Minimum | -979.25 |
| Maximum | 147.19 |
| Zeros (%) | 1.0% |
Quantile statistics
| Minimum | -979.25 |
|---|---|
| 5-th percentile | -0.57218 |
| Q1 | 0.00995945 |
| Median | 0.12621 |
| Q3 | 0.309135 |
| 95-th percentile | 0.9274 |
| Maximum | 147.19 |
| Range | 1126.44 |
| Interquartile range | 0.29917555 |
Descriptive statistics
| Standard deviation | 12.25165091 |
|---|---|
| Coef of variation | -281.5223191 |
| Kurtosis | 4560.721516 |
| Mean | -0.0435192881 |
| MAD | 0.8415096805 |
| Skewness | -61.43873646 |
| Sum | -442.6346792 |
| Variance | 150.1029501 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 102 | 1.0% | |
| 0.10593 | 4 | < 0.1% | |
| 0.13223 | 3 | < 0.1% | |
| 0.11275 | 3 | < 0.1% | |
| 0.20838 | 3 | < 0.1% | |
| 0.16704 | 3 | < 0.1% | |
| -0.0041961 | 3 | < 0.1% | |
| 1.1837 | 3 | < 0.1% | |
| 0.1364 | 3 | < 0.1% | |
| 0.21309 | 3 | < 0.1% | |
| Other values (9586) | 10041 | 98.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -979.25 | 1 | < 0.1% | |
| -591.2 | 1 | < 0.1% | |
| -209.87 | 1 | < 0.1% | |
| -96.326 | 1 | < 0.1% | |
| -76.982 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 147.19 | 2 | < 0.1% | |
| 120.42 | 1 | < 0.1% | |
| 111.66 | 1 | < 0.1% | |
| 64.446 | 1 | < 0.1% | |
| 55.935 | 1 | < 0.1% |
X58
Numeric
| Distinct count | 8030 |
|---|---|
| Unique (%) | 78.9% |
| Missing (%) | 0.4% |
| Missing (n) | 39 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.65633668 |
|---|---|
| Minimum | -4.5497 |
| Maximum | 59672 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | -4.5497 |
|---|---|
| 5-th percentile | 0.6202945 |
| Q1 | 0.87213 |
| Median | 0.949715 |
| Q3 | 0.99339 |
| 95-th percentile | 1.14184 |
| Maximum | 59672 |
| Range | 59676.5497 |
| Interquartile range | 0.12126 |
Descriptive statistics
| Standard deviation | 632.9374 |
|---|---|
| Coef of variation | 50.00952613 |
| Kurtosis | 7836.206138 |
| Mean | 12.65633668 |
| MAD | 23.37514076 |
| Skewness | 84.85409887 |
| Sum | 128259.3159 |
| Variance | 400609.7523 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 13 | 0.1% | |
| 1.0013 | 9 | 0.1% | |
| 1.0139 | 8 | 0.1% | |
| 1.0021 | 8 | 0.1% | |
| 1.0169 | 7 | 0.1% | |
| 1.0174 | 7 | 0.1% | |
| 1.0077 | 6 | 0.1% | |
| 0.98102 | 6 | 0.1% | |
| 1.0004 | 6 | 0.1% | |
| 1.0083 | 6 | 0.1% | |
| Other values (8019) | 10058 | 98.9% | |
| (Missing) | 39 | 0.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -4.5497 | 1 | < 0.1% | |
| -1.6324 | 1 | < 0.1% | |
| -1.0463 | 1 | < 0.1% | |
| -0.93883 | 1 | < 0.1% | |
| -0.91664 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 59672 | 1 | < 0.1% | |
| 15459 | 1 | < 0.1% | |
| 8603.5 | 1 | < 0.1% | |
| 8536.8 | 1 | < 0.1% | |
| 8175.7 | 1 | < 0.1% |
X59
Numeric
| Distinct count | 5458 |
|---|---|
| Unique (%) | 53.7% |
| Missing (%) | < 0.1% |
| Missing (n) | 2 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.034738178 |
|---|---|
| Minimum | -189.58 |
| Maximum | 23853 |
| Zeros (%) | 44.4% |
Quantile statistics
| Minimum | -189.58 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.0048491 |
| Q3 | 0.24924 |
| 95-th percentile | 1.6343 |
| Maximum | 23853 |
| Range | 24042.58 |
| Interquartile range | 0.24924 |
Descriptive statistics
| Standard deviation | 238.185655 |
|---|---|
| Coef of variation | 78.48639356 |
| Kurtosis | 9888.875358 |
| Mean | 3.034738178 |
| MAD | 6.041140738 |
| Skewness | 98.86067649 |
| Sum | 30866.32201 |
| Variance | 56732.40625 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 4518 | 44.4% | |
| 0.18033 | 3 | < 0.1% | |
| 0.27559 | 3 | < 0.1% | |
| 0.68686 | 3 | < 0.1% | |
| 0.12251 | 3 | < 0.1% | |
| 0.27222 | 3 | < 0.1% | |
| 0.17049 | 3 | < 0.1% | |
| 0.09345 | 2 | < 0.1% | |
| 0.55832 | 2 | < 0.1% | |
| 0.86831 | 2 | < 0.1% | |
| Other values (5447) | 5629 | 55.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -189.58 | 1 | < 0.1% | |
| -153.26 | 1 | < 0.1% | |
| -148.62 | 1 | < 0.1% | |
| -96.996 | 1 | < 0.1% | |
| -94.6 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 23853 | 1 | < 0.1% | |
| 2517.7 | 1 | < 0.1% | |
| 854.47 | 1 | < 0.1% | |
| 751 | 1 | < 0.1% | |
| 241.83 | 1 | < 0.1% |
X6
Highly correlated
This variable is highly correlated with X38 and should be ignored for analysis
| Correlation | 0.9805575145 |
|---|
X60
Numeric
| Distinct count | 9011 |
|---|---|
| Unique (%) | 88.6% |
| Missing (%) | 5.3% |
| Missing (n) | 543 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 375.3325143 |
|---|---|
| Minimum | 0 |
| Maximum | 639940 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.523495 |
| Q1 | 5.684275 |
| Median | 10.3535 |
| Q3 | 22.1635 |
| 95-th percentile | 121.12 |
| Maximum | 639940 |
| Range | 639940 |
| Interquartile range | 16.479225 |
Descriptive statistics
| Standard deviation | 12294.31598 |
|---|---|
| Coef of variation | 32.75579789 |
| Kurtosis | 2218.916039 |
| Mean | 375.3325143 |
| MAD | 691.0435877 |
| Skewness | 45.98396136 |
| Sum | 3614452.113 |
| Variance | 151150205.4 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 14 | 0.1% | |
| 17.938 | 4 | < 0.1% | |
| 10.091 | 4 | < 0.1% | |
| 13.048 | 4 | < 0.1% | |
| 11.281 | 3 | < 0.1% | |
| 14.977 | 3 | < 0.1% | |
| 10.669 | 3 | < 0.1% | |
| 14.731 | 3 | < 0.1% | |
| 10.542 | 3 | < 0.1% | |
| 12.739 | 3 | < 0.1% | |
| Other values (9000) | 9586 | 94.2% | |
| (Missing) | 543 | 5.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 14 | 0.1% | |
| 0.0051436 | 1 | < 0.1% | |
| 0.0087956 | 1 | < 0.1% | |
| 0.0092594 | 1 | < 0.1% | |
| 0.013719 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 639940 | 1 | < 0.1% | |
| 633250 | 1 | < 0.1% | |
| 581870 | 1 | < 0.1% | |
| 457320 | 1 | < 0.1% | |
| 215540 | 1 | < 0.1% |
X61
Numeric
| Distinct count | 9421 |
|---|---|
| Unique (%) | 92.6% |
| Missing (%) | 0.2% |
| Missing (n) | 16 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 16.8840203 |
|---|---|
| Minimum | -0.0075209 |
| Maximum | 26862 |
| Zeros (%) | 0.6% |
Quantile statistics
| Minimum | -0.0075209 |
|---|---|
| 5-th percentile | 2.26284 |
| Q1 | 4.6953 |
| Median | 6.9886 |
| Q3 | 11.073 |
| 95-th percentile | 32.634 |
| Maximum | 26862 |
| Range | 26862.00752 |
| Interquartile range | 6.3777 |
Descriptive statistics
| Standard deviation | 295.7623116 |
|---|---|
| Coef of variation | 17.51729187 |
| Kurtosis | 6976.716401 |
| Mean | 16.8840203 |
| MAD | 17.34965064 |
| Skewness | 80.73350979 |
| Sum | 171490.9942 |
| Variance | 87475.34495 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 60 | 0.6% | |
| 6.6102 | 4 | < 0.1% | |
| 9.8817 | 4 | < 0.1% | |
| 10.372 | 3 | < 0.1% | |
| 4.0231 | 3 | < 0.1% | |
| 10.765 | 3 | < 0.1% | |
| 11.509 | 3 | < 0.1% | |
| 10.353 | 3 | < 0.1% | |
| 3.8018 | 3 | < 0.1% | |
| 5.9104 | 3 | < 0.1% | |
| Other values (9410) | 10068 | 99.0% | |
| (Missing) | 16 | 0.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.0075209 | 1 | < 0.1% | |
| 0 | 60 | 0.6% | |
| 0.00023364 | 1 | < 0.1% | |
| 0.00082121 | 1 | < 0.1% | |
| 0.0020028 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 26862 | 1 | < 0.1% | |
| 12296 | 1 | < 0.1% | |
| 1324.5 | 1 | < 0.1% | |
| 1064.7 | 1 | < 0.1% | |
| 940.76 | 1 | < 0.1% |
X62
Highly correlated
This variable is highly correlated with X44 and should be ignored for analysis
| Correlation | 0.9541577267 |
|---|
X63
Highly correlated
This variable is highly correlated with X48 and should be ignored for analysis
| Correlation | 0.9871164205 |
|---|
X64
Numeric
| Distinct count | 9362 |
|---|---|
| Unique (%) | 92.0% |
| Missing (%) | 2.1% |
| Missing (n) | 212 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 55.27587668 |
|---|---|
| Minimum | -10677 |
| Maximum | 127680 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | -10677 |
|---|---|
| 5-th percentile | 0.75025 |
| Q1 | 2.3109 |
| Median | 4.536 |
| Q3 | 10.604 |
| 95-th percentile | 70.752 |
| Maximum | 127680 |
| Range | 138357 |
| Interquartile range | 8.2931 |
Descriptive statistics
| Standard deviation | 1526.588333 |
|---|---|
| Coef of variation | 27.61762319 |
| Kurtosis | 5365.063975 |
| Mean | 55.27587668 |
| MAD | 91.61912771 |
| Skewness | 69.20225913 |
| Sum | 550603.0076 |
| Variance | 2330471.94 |
| Memory size | 79.6 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 38 | 0.4% | |
| 2.3897 | 3 | < 0.1% | |
| 2.527 | 3 | < 0.1% | |
| 1.6603 | 3 | < 0.1% | |
| 2.8745 | 3 | < 0.1% | |
| 2.1834 | 3 | < 0.1% | |
| 115.14 | 3 | < 0.1% | |
| 2.2176 | 3 | < 0.1% | |
| 1.0527 | 3 | < 0.1% | |
| 2.0569 | 3 | < 0.1% | |
| Other values (9351) | 9896 | 97.3% | |
| (Missing) | 212 | 2.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -10677 | 1 | < 0.1% | |
| -0.0010214 | 1 | < 0.1% | |
| 0 | 38 | 0.4% | |
| 1.2762e-05 | 1 | < 0.1% | |
| 3.2079e-05 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 127680 | 1 | < 0.1% | |
| 70361 | 1 | < 0.1% | |
| 22562 | 1 | < 0.1% | |
| 16306 | 1 | < 0.1% | |
| 13518 | 2 | < 0.1% |
X7
Highly correlated
This variable is highly correlated with X63 and should be ignored for analysis
| Correlation | 0.9833365706 |
|---|
X8
Highly correlated
This variable is highly correlated with X17 and should be ignored for analysis
| Correlation | 0.9999978802 |
|---|
X9
Highly correlated
This variable is highly correlated with X7 and should be ignored for analysis
| Correlation | 0.9822032554 |
|---|
Y
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 400 |
| Value | Count | Frequency (%) | |
| 0 | 9773 | 96.1% | |
| 1 | 400 | 3.9% |
First rows
| X1 | X10 | X11 | X12 | X13 | X14 | X15 | X16 | X17 | X18 | X19 | X2 | X20 | X21 | X22 | X23 | X24 | X25 | X26 | X27 | X28 | X29 | X3 | X30 | X31 | X32 | X33 | X34 | X35 | X36 | X37 | X38 | X39 | X4 | X40 | X41 | X42 | X43 | X44 | X45 | X46 | X47 | X48 | X49 | X5 | X50 | X51 | X52 | X53 | X54 | X55 | X56 | X57 | X58 | X59 | X6 | X60 | X61 | X62 | X63 | X64 | X7 | X8 | X9 | Y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.202350 | 0.42695 | 0.253660 | 0.545610 | 0.178650 | 0.253660 | 603.200 | 0.605110 | 2.1505 | 0.253660 | 0.161050 | 0.46500 | 42.697 | 1.08060 | 0.223490 | 0.128480 | 0.63105 | 0.426950 | 0.494780 | 1.63450 | 0.815590 | 6.0038 | 0.240380 | 0.22803 | 0.161050 | 124.1000 | 2.94120 | 0.48063 | 0.223490 | 1.62580 | 5095.3000 | 0.42705 | 0.141900 | 1.5171 | 0.464890 | 0.060856 | 0.141900 | 113.360 | 70.6610 | 1.098300 | 1.12070 | 49.181 | 0.195770 | 0.124300 | -14.547 | 1.51670 | 0.46490 | 0.340000 | 1.44860 | 1.4490 | 242500.0000 | 0.13184 | 0.473950 | 0.86816 | 0.000240 | 0.510690 | 8.5487 | 5.16550 | 107.7400 | 3.38790 | 5.3440 | 0.253660 | 0.91816 | 1.15190 | 0 |
| 1 | 0.030073 | 0.40437 | 0.042199 | 0.075493 | 0.145630 | 0.041670 | 4613.900 | 0.079109 | 1.6789 | 0.041670 | 0.128780 | 0.59563 | 239.120 | NaN | 0.042196 | 0.092943 | NaN | 0.029802 | 0.059639 | 79.75200 | 0.714320 | 4.0672 | 0.186680 | 1.80520 | 0.128780 | 708.7400 | 0.51499 | 0.47725 | 0.039298 | 0.32356 | NaN | 0.40437 | 0.121460 | 1.3382 | 0.028211 | 0.416710 | 0.130410 | 815.690 | 576.5700 | 0.141870 | 0.95419 | 272.170 | 0.036746 | 0.113570 | -37.859 | 1.24010 | 0.55197 | 1.941800 | 1.54730 | 1.5473 | 2179.5000 | 0.12146 | 0.074369 | 0.87235 | 0.000000 | -0.000319 | 1.5264 | 0.63305 | 622.6600 | 0.58619 | 1.2381 | 0.041670 | 0.67890 | 0.32356 | 0 |
| 2 | 0.257860 | 0.69841 | 0.324530 | 1.064400 | 0.197450 | 0.318770 | 330.290 | 1.105100 | 3.3390 | 0.318770 | 0.190170 | 0.29949 | 84.246 | 1.11460 | 0.304660 | 0.153830 | NaN | 0.607750 | 0.901690 | 52.88600 | 18.836000 | 3.7415 | 0.665190 | 0.14756 | 0.190210 | 78.1010 | 4.67340 | 4.67340 | 0.276560 | 1.67620 | NaN | 0.69841 | 0.164990 | 3.2211 | 0.179420 | 0.031507 | 0.181750 | 198.360 | 114.1100 | 0.666490 | 1.92920 | 100.890 | 0.292470 | 0.174480 | 71.799 | 3.22110 | 0.29949 | 0.213980 | 19.77700 | 19.7770 | 3668.6000 | 0.16499 | 0.369210 | 0.81614 | 0.000000 | 0.000000 | 4.3325 | 3.19850 | 65.2150 | 5.59690 | 47.4660 | 0.318770 | 2.33200 | 1.67620 | 0 |
| 3 | 0.227160 | 0.32150 | 0.381070 | 0.551560 | 0.227940 | 0.285050 | 820.520 | 0.444840 | 1.4738 | 0.285050 | 0.215270 | 0.67850 | 69.778 | 1.27040 | 0.379470 | 0.171560 | NaN | 0.309750 | 0.359520 | 3.95210 | 0.097146 | 4.4738 | 0.042784 | 0.48944 | 0.221940 | 201.6700 | 1.80990 | 1.37860 | 0.388740 | 1.32410 | 1.9671 | 0.47729 | 0.293580 | 1.0828 | 0.087377 | 0.057077 | 0.286580 | 141.810 | 72.0280 | 0.897400 | 0.59298 | 98.777 | 0.362700 | 0.273920 | -88.212 | 0.82475 | 0.51680 | 0.552510 | 0.73000 | 1.0837 | 1273.8000 | 0.29358 | 0.706570 | 0.78617 | 0.484560 | 0.000000 | 5.2309 | 5.06750 | 142.4600 | 2.56210 | 3.0066 | 0.285050 | 0.47384 | 1.32410 | 0 |
| 4 | 0.085443 | 0.52167 | 0.108230 | 0.284520 | 0.089326 | 0.108230 | 997.010 | 0.366100 | 2.6289 | 0.108230 | 0.069422 | 0.38039 | 63.995 | 1.35960 | 0.188340 | 0.054807 | 0.22602 | 0.521670 | 0.306200 | 1.34420 | 1.379700 | 4.7049 | 0.359230 | 0.19682 | 0.069422 | 99.0900 | 3.68350 | 0.49514 | 0.188340 | 1.63470 | NaN | 0.52167 | 0.120810 | 1.9444 | 0.201730 | 0.057007 | 0.120810 | 155.200 | 91.2040 | 0.312590 | 1.22580 | 71.204 | 0.157310 | 0.100910 | 21.731 | 1.94440 | 0.38039 | 0.271480 | 2.00350 | 2.0035 | 18209.0000 | 0.10124 | 0.163790 | 0.89876 | 0.000000 | 0.187900 | 5.7035 | 4.00200 | 89.0580 | 4.09840 | 5.9874 | 0.108230 | 1.37140 | 1.11260 | 0 |
| 5 | 0.287840 | 0.44600 | 0.287840 | 0.639910 | 0.199180 | 0.287840 | 683.170 | 0.534270 | 1.8108 | 0.287840 | 0.194310 | 0.55225 | 46.705 | 1.67320 | 0.329300 | 0.194310 | 0.39012 | 0.446000 | 0.534270 | 2.87200 | 1.352700 | 4.4051 | 0.316340 | 0.30337 | 0.194310 | 143.1900 | 2.54900 | 0.59628 | 0.329300 | 1.49150 | 5.6286 | 0.54844 | 0.222290 | 1.7033 | 0.237500 | 0.053954 | 0.222290 | 162.450 | 115.7500 | 1.518500 | 1.28190 | 60.341 | 0.322080 | 0.217420 | 38.803 | 1.38730 | 0.44981 | 0.392300 | 1.90720 | 2.3453 | 8040.8000 | 0.22599 | 0.645370 | 0.77401 | 0.229690 | 0.390120 | 7.8151 | 3.15340 | 110.8300 | 3.29330 | 6.3346 | 0.287840 | 0.80761 | 1.29200 | 0 |
| 6 | 0.153820 | 0.52752 | 0.218340 | 0.422180 | 0.136840 | 0.190810 | 837.570 | 0.435790 | 2.1165 | 0.190810 | 0.126820 | 0.47248 | 136.530 | 1.06490 | 0.218330 | 0.102230 | NaN | 0.510660 | 0.357490 | 7.93200 | 1.319800 | 4.4721 | 0.311790 | 0.31121 | 0.132510 | 127.8100 | 2.85580 | 2.73180 | 0.213920 | 1.50460 | 12.5220 | 0.54356 | 0.142170 | 1.6898 | 0.018308 | 0.067474 | 0.145100 | 183.270 | 46.7390 | 0.273310 | 0.44460 | 159.160 | 0.203240 | 0.135080 | -71.985 | 1.61650 | 0.45197 | 0.350170 | 2.23300 | 2.3009 | 9246.0000 | 0.14217 | 0.291600 | 0.87368 | 0.030421 | 0.000000 | 2.6734 | 7.80930 | 109.6400 | 3.32910 | 6.3692 | 0.190810 | 1.11650 | 1.50460 | 0 |
| 7 | 0.262520 | 0.54166 | 0.279140 | 0.592080 | 0.350930 | 0.262520 | 218.140 | 1.673200 | 2.1818 | 0.262520 | 0.120130 | 0.45834 | 46.978 | 1.11650 | 0.000000 | 0.120130 | NaN | 0.498930 | 1.673200 | 0.00000 | 2.988100 | 3.6246 | 0.417040 | 0.20636 | 0.269140 | 197.5700 | 1.84740 | 1.78720 | 0.002136 | 2.18540 | NaN | 0.54166 | 0.000978 | 1.9406 | 0.229120 | 0.030290 | 0.000000 | 126.740 | 79.7630 | 0.933330 | 1.30620 | 125.330 | -0.504390 | -0.230800 | 47.511 | 1.87730 | 0.44339 | 0.541290 | 3.88100 | 3.8810 | 1757.0000 | 0.62518 | 0.484660 | 0.38590 | 0.000000 | 0.000000 | 7.7696 | 4.57600 | 74.0550 | 4.92880 | 15.6580 | 0.262520 | 1.18180 | 2.18540 | 0 |
| 8 | 0.079147 | 0.97760 | 0.186230 | 30.795000 | 0.194690 | 0.097916 | 68.111 | 5.358900 | 44.6430 | 0.097916 | 0.158810 | 0.02240 | 25.671 | 1.02290 | 0.108210 | 0.128370 | NaN | 0.974700 | 4.521000 | 1.22520 | 8.991000 | 4.2774 | 0.897050 | -0.26507 | 0.159110 | 2.2636 | 161.25000 | 22.88800 | 0.103870 | 0.61657 | 59.1950 | 0.99208 | 0.168460 | 283.1200 | 267.040000 | 0.005729 | 0.175500 | 30.279 | 4.6084 | 1.825200 | 269.49000 | 30.872 | 0.086083 | 0.139620 | 139.750 | 40.18900 | 0.00318 | 0.006202 | 9.79840 | 9.9435 | 16992.0000 | 0.16846 | 0.080961 | 0.86061 | 0.014807 | 0.000000 | 14.2180 | 79.20300 | 1.8823 | 193.91000 | 6.1798 | 0.097916 | 43.64300 | 0.61657 | 0 |
| 9 | 0.009901 | 0.28826 | 0.062137 | 0.030651 | 0.047467 | 0.013459 | 4662.400 | 0.078286 | 1.4050 | 0.013459 | 0.011466 | 0.71174 | 47.033 | 0.91556 | 0.038936 | 0.008434 | 0.00000 | 0.269310 | 0.073286 | 0.79986 | 0.131500 | 5.9649 | 0.065186 | 0.60633 | 0.011466 | 171.3400 | 2.23700 | 1.38010 | 0.238400 | 1.17380 | 1.6999 | 0.49594 | 0.203090 | 1.1485 | 0.155980 | 0.292190 | 0.033169 | 135.510 | 88.4780 | 0.065455 | 0.80398 | 56.205 | -0.003324 | -0.002832 | -62.297 | 0.70854 | 0.43911 | 0.447030 | 0.58151 | 1.0005 | 1.1485 | 0.20309 | 0.034347 | 0.83056 | 0.720470 | 0.000000 | 7.7605 | 4.12530 | 136.5400 | 2.67320 | 2.3680 | 0.013459 | 0.40500 | 1.17380 | 0 |
Last rows
| X1 | X10 | X11 | X12 | X13 | X14 | X15 | X16 | X17 | X18 | X19 | X2 | X20 | X21 | X22 | X23 | X24 | X25 | X26 | X27 | X28 | X29 | X3 | X30 | X31 | X32 | X33 | X34 | X35 | X36 | X37 | X38 | X39 | X4 | X40 | X41 | X42 | X43 | X44 | X45 | X46 | X47 | X48 | X49 | X5 | X50 | X51 | X52 | X53 | X54 | X55 | X56 | X57 | X58 | X59 | X6 | X60 | X61 | X62 | X63 | X64 | X7 | X8 | X9 | Y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10163 | 0.012740 | 0.998830 | 0.012740 | 12.678000 | NaN | 0.012740 | 23.658 | 15.428000 | 995.1000 | 0.012740 | NaN | 0.001005 | NaN | NaN | -0.010648 | NaN | 0.012740 | 0.998830 | 15.428000 | NaN | 0.072143 | 4.4901 | 0.067221 | NaN | NaN | 29.967 | 12.1800 | -10.596000 | -0.010648 | 0.026772 | NaN | 0.99883 | NaN | 67.89200 | 29.725000 | -0.00419 | NaN | NaN | NaN | 55.854000 | 67.66500 | 6.8020 | -0.013412 | NaN | 2543.10000 | 67.89200 | 0.001005 | 0.082102 | 1.07200 | 1.07200 | 2077.7 | NaN | 0.012755 | NaN | 0.000000 | 0.012740 | 0.0000 | 0.0000 | NaN | 0.0000 | 0.0000 | 0.012740 | 993.940000 | 0.00000 | 1 |
| 10164 | 0.021711 | 0.325670 | 0.044395 | 0.055610 | 0.026651 | 0.021671 | 4095.700 | 0.089119 | 1.4829 | 0.021671 | 0.009611 | 0.674330 | 17.6360 | 0.96584 | 0.044392 | 0.009628 | 0.043431 | 0.094095 | 0.089178 | 1.95350 | -0.081143 | 4.8245 | -0.053895 | 0.29777 | 0.018787 | 64.922 | 5.6960 | 3.291700 | 0.063965 | 2.254900 | 0.9484 | 0.56486 | 0.028367 | 0.86170 | 0.025185 | 0.27142 | 0.019687 | 52.767 | 35.1320 | 0.199270 | 0.58212 | 17.9150 | 0.005967 | 0.002646 | -28.02000 | 0.49798 | 0.389700 | 0.175560 | 0.49031 | 0.85044 | -3597.8 | 0.028367 | 0.066667 | 0.99448 | 0.734480 | 0.016982 | 20.6960 | 10.3900 | 63.080 | 5.7863 | 3.3949 | 0.021671 | 0.482940 | 2.25490 | 1 |
| 10165 | -0.150720 | 0.328300 | -0.150720 | -0.278090 | -0.020083 | -0.150720 | -2377.600 | -0.153520 | 1.7562 | -0.150720 | -0.034627 | 0.569430 | 16.2560 | 1.19190 | -0.144490 | -0.034627 | -0.150720 | 0.328300 | -0.153520 | NaN | -0.214020 | 4.3175 | -0.124710 | 0.12779 | -0.034627 | 43.737 | 8.3453 | -0.253750 | -0.144490 | 4.438300 | 8.1444 | 0.35573 | -0.033195 | 0.76990 | 0.024328 | -0.23059 | -0.033195 | 33.885 | 17.6290 | -0.777490 | 0.41222 | 15.6440 | -0.207790 | -0.047739 | -25.71500 | 0.73281 | 0.541990 | 0.119830 | 0.56339 | 0.61047 | -2590.4 | -0.039133 | -0.459100 | 1.03910 | 0.083559 | -0.150720 | 22.4540 | 20.7040 | 45.449 | 8.0310 | 7.4697 | -0.150720 | 0.576550 | 0.96234 | 1 |
| 10166 | 0.050322 | 0.222330 | 0.094491 | 0.095577 | 0.035115 | 0.050322 | 2282.100 | 0.159940 | 1.2859 | 0.050322 | 0.014207 | 0.777670 | 14.0420 | 1.19350 | 0.093748 | 0.014207 | 0.067064 | 0.022438 | 0.159940 | 2.12250 | -0.279140 | 4.3013 | -0.183350 | 0.21606 | 0.022317 | 56.137 | 6.5866 | 4.459400 | 0.118780 | 3.562400 | 1.4410 | 0.36590 | 0.033535 | 0.65177 | 0.035877 | 0.15448 | 0.026467 | 33.414 | 19.3720 | 0.369270 | 0.29470 | 14.3430 | 0.019689 | 0.005559 | -34.59800 | 0.44127 | 0.526510 | 0.151820 | 0.33848 | 0.55706 | -3669.0 | 0.033535 | 0.226340 | 0.97348 | 0.645760 | -0.037336 | 25.9930 | 18.8420 | 54.254 | 6.7276 | 5.3927 | 0.050322 | 0.285890 | 3.54220 | 1 |
| 10167 | 0.116770 | 0.233250 | 0.144060 | 0.206560 | 0.073484 | 0.144060 | 1531.000 | 0.238400 | 1.4252 | 0.144060 | 0.063284 | 0.701680 | 30.3520 | 1.58730 | 0.143200 | 0.051297 | 0.144060 | 0.233250 | 0.199510 | NaN | 0.497040 | 5.2652 | 0.100460 | 0.30558 | 0.063284 | 124.130 | 2.9404 | 0.204080 | 0.143200 | 2.307500 | 143.3100 | 0.23749 | 0.062906 | 1.14400 | 0.010767 | 0.13862 | 0.062906 | 126.730 | 96.3770 | 0.616890 | 0.87262 | 33.6920 | 0.119980 | 0.052706 | -16.03400 | 1.13710 | 0.697430 | 0.340090 | 1.15400 | 1.17510 | 18503.0 | 0.099148 | 0.500650 | 0.90085 | 0.018207 | 0.116770 | 12.0260 | 3.7872 | 111.830 | 3.2640 | 11.2630 | 0.144060 | 0.332410 | 1.11010 | 1 |
| 10168 | 0.029970 | 0.322500 | 0.038888 | 0.064770 | 0.076234 | 0.038888 | 2805.700 | 0.130090 | 1.4969 | 0.038888 | 0.034111 | 0.668060 | 118.0700 | 0.81828 | 0.051694 | 0.026289 | 0.038888 | 0.322500 | 0.116750 | NaN | 0.198710 | 4.7757 | 0.066243 | 0.58532 | 0.034111 | 197.840 | 1.8449 | 0.077379 | 0.051694 | 1.173400 | 4.4018 | 0.39017 | 0.045344 | 1.11030 | 0.014852 | 0.22026 | 0.045344 | 210.580 | 92.5080 | 0.081269 | 0.49611 | 121.5200 | 0.003671 | 0.003220 | -105.55000 | 0.99787 | 0.600400 | 0.542020 | 0.96742 | 1.17040 | 3952.0 | 0.028377 | 0.092931 | 0.97162 | 0.209820 | 0.029970 | 3.0914 | 3.9456 | 192.220 | 1.8988 | 3.4199 | 0.038888 | 0.482740 | 1.02920 | 1 |
| 10169 | 0.012843 | 0.446660 | 0.012843 | 0.030465 | 0.020096 | 0.012843 | 2332.200 | 0.156500 | 2.0281 | 0.012843 | 0.003345 | 0.493060 | 7.5001 | 0.96468 | 0.036725 | 0.003345 | 0.012843 | 0.446660 | 0.156500 | NaN | -0.217330 | 4.3110 | -0.160620 | 0.10106 | 0.003345 | 40.651 | 8.9790 | 0.074484 | 0.036725 | 3.847000 | 2.5457 | 0.51817 | 0.009564 | 0.61898 | 0.288930 | 0.16042 | 0.009564 | 13.225 | 5.7253 | 0.162770 | 0.43181 | 7.6085 | -0.027598 | -0.007187 | -24.80100 | 0.52921 | 0.421560 | 0.111370 | 0.60436 | 0.70111 | -3287.2 | 0.014247 | 0.028752 | 0.98575 | 0.160090 | 0.012843 | 48.6660 | 63.7520 | 40.071 | 9.1087 | 5.1956 | 0.012843 | 0.905900 | 1.01450 | 1 |
| 10170 | 0.015092 | 0.387460 | 0.009826 | 0.017746 | 0.042570 | 0.009826 | 2702.700 | 0.135050 | 1.7934 | 0.009826 | 0.005555 | 0.557590 | 24.2480 | 1.26500 | 0.018633 | 0.008532 | 0.009826 | 0.387460 | 0.144490 | NaN | -0.389370 | 4.9993 | -0.284600 | 0.31327 | 0.005555 | 114.930 | 3.1757 | 0.033417 | 0.018633 | 1.787200 | 38.7660 | 0.39137 | 0.010534 | 0.48599 | 0.006711 | 0.21795 | 0.010534 | 54.757 | 30.5080 | 0.128420 | 0.27375 | 24.3940 | -0.046844 | -0.026482 | -85.57100 | 0.48258 | 0.553680 | 0.314890 | 0.53011 | 0.53546 | -28417.0 | 0.005971 | 0.038950 | 0.99403 | 0.010091 | 0.015092 | 15.0530 | 11.9640 | 114.250 | 3.1948 | 2.4201 | 0.009826 | 0.694880 | 1.00600 | 1 |
| 10171 | -0.002554 | 0.524640 | 0.001785 | 0.003791 | 0.017902 | 0.001785 | 3591.300 | 0.101630 | 2.1242 | 0.001785 | 0.000668 | 0.470760 | 56.7750 | 0.64299 | -0.020174 | -0.000956 | 0.001785 | 0.524640 | 0.092417 | NaN | 4.029500 | 3.9782 | 0.424010 | 0.17274 | 0.000668 | 63.837 | 5.7177 | -0.042854 | -0.020174 | 2.719700 | NaN | 0.52464 | -0.007548 | 1.90070 | 0.022033 | 0.59787 | -0.007548 | 120.780 | 64.0070 | -0.006144 | 1.01760 | 56.3740 | -0.066234 | -0.024782 | 0.95483 | 1.90070 | 0.470760 | 0.174900 | 4.98570 | 4.98570 | 4032.3 | -0.007122 | -0.004869 | 1.00710 | 0.000000 | -0.002554 | 6.4289 | 5.7025 | 64.291 | 5.6773 | 25.3990 | 0.001785 | 1.114400 | 0.99293 | 1 |
| 10172 | 0.002072 | 0.056417 | 0.067687 | 0.002213 | 0.011988 | 0.002072 | 16179.000 | 0.022560 | 1.0603 | 0.002072 | 0.001167 | 0.943150 | 87.7030 | 0.58677 | 0.055467 | 0.001167 | 0.017617 | 0.017477 | 0.022560 | 0.84534 | -0.679870 | 3.1086 | -0.134740 | 0.52435 | 0.029070 | 198.700 | 1.8380 | 1.824400 | 0.055389 | 1.788200 | 50.0420 | 0.06391 | 0.031207 | 0.85607 | 0.019268 | 0.42101 | 0.031251 | 161.090 | 73.3910 | 0.004858 | 0.47484 | 90.4690 | 0.036262 | 0.020430 | -119.92000 | 0.84971 | 0.936140 | 0.544060 | 0.28468 | 0.32249 | -173.0 | 0.031154 | 0.036720 | 0.96220 | 0.132800 | 0.015226 | 4.1618 | 4.9734 | 192.510 | 1.8960 | 8.9562 | 0.002072 | 0.059818 | 1.77490 | 1 |